Adversarial Examples Can Be Effective Data Augmentation for Unsupervised Machine Learning.
Chia-Yi HsuPin-Yu ChenSongtao LuSijia LiuChia-Mu YuPublished in: AAAI (2022)
Keyphrases
- machine learning
- data sets
- data analysis
- high quality
- database
- raw data
- training examples
- data collection
- experimental data
- missing data
- complex data
- learning tasks
- active learning
- end users
- small number
- supervised learning
- data sources
- data structure
- statistical methods
- data points
- knowledge discovery
- sensor data
- multi agent
- decision trees
- website
- data quality
- learning algorithm